Andrews Jason R, Wood Robin, Bekker Linda-Gail, Middelkoop Keren, Walensky Rochelle P
Division of Infectious Diseases, Massachusetts General Hospital, 50 Staniford St, 9th Fl, Boston, MA 02114, USA.
J Infect Dis. 2012 Aug 15;206(4):543-51. doi: 10.1093/infdis/jis401. Epub 2012 Jun 18.
Recent mathematical models suggested that frequent human immunodeficiency virus (HIV) testing with immediate initiation of antiretroviral therapy (ART) to individuals with a positive test result could profoundly curb transmission. The debate about ART as prevention has focused largely on parameter values. We aimed to evaluate structural assumptions regarding linkage to care and population mobility, which have received less attention.
We modified the linkage structure of published models of ART as prevention, such that individuals who decline initial testing or treatment do not link to care until late-stage HIV infection. We then added population mobility to the models. We populated the models with demographic, clinical, immigration, emigration, and linkage data from a South African township.
In the refined linkage model, elimination of HIV transmission (defined as an incidence of <0.1%) did not occur by 30 years, even with optimistic assumptions about the linkage rate. Across a wide range of estimates, models were more sensitive to structural assumptions about linkage than to parameter values. Incorporating population mobility further attenuated the reduction in incidence conferred by ART as prevention.
Linkage to care and population mobility are critical features of ART-as-prevention models. Clinical trials should incorporate relevant data on linkage to care and migration to evaluate the impact of this strategy.
近期的数学模型表明,对人类免疫缺陷病毒(HIV)检测呈阳性的个体频繁进行检测并立即启动抗逆转录病毒疗法(ART),可有效遏制病毒传播。关于ART作为预防手段的争论主要集中在参数值上。我们旨在评估与治疗衔接及人口流动相关的结构假设,这些方面受到的关注较少。
我们修改了已发表的将ART作为预防手段的模型的衔接结构,使得拒绝初次检测或治疗的个体直到HIV感染晚期才与治疗衔接。然后我们在模型中加入了人口流动因素。我们用来自南非一个城镇的人口统计学、临床、移民、迁出及衔接数据填充模型。
在优化后的衔接模型中,即使对衔接率做出乐观假设,30年内也未实现HIV传播的消除(定义为发病率<0.1%)。在广泛的估计范围内,模型对衔接的结构假设比对参数值更为敏感。纳入人口流动因素进一步削弱了ART作为预防手段所带来的发病率降低效果。
治疗衔接和人口流动是ART作为预防手段模型的关键特征。临床试验应纳入与治疗衔接和迁移相关的数据,以评估该策略的影响。